{"id":"W1484122501","doi":"10.1186/s12889-015-1822-2","title":"Longitudinal active living research to address physical inactivity and sedentary behaviour in children in transition from preadolescence to adolescence","year":2015,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Saskatchewan Health; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Preadolescence; Neighbourhood (mathematics); Socioeconomic status; Observational study; Biostatistics; Longitudinal study; Medicine; Population; Active living; Demography; Physical activity; Public health; Environmental health; Gerontology; Geography; Psychology; Developmental psychology; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002759214,0.0003201685,0.0003861205,0.001410434,0.002200799,0.0009659004,0.000803536,0.0004558514,0.001702488],"category_scores_gemma":[0.004007148,0.0003700229,0.0007670101,0.002426069,0.0003383335,0.000742699,0.0009884749,0.000885837,0.0003498386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003737751,"about_ca_system_score_gemma":0.01008204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4732419,"about_ca_topic_score_gemma":0.7174769,"domain_scores_codex":[0.9990902,0.000212371,0.00008718773,0.0001353656,0.0001779344,0.0002969506],"domain_scores_gemma":[0.9971796,0.0002473703,0.0007577526,0.0001676328,0.001083784,0.0005639249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000477705,0.0002259865,0.9883075,0.000116624,0.0000637809,0.0000460091,0.001577299,0.00004687116,0.0001101038,0.00008182033,0.0008399338,0.008536342],"study_design_scores_gemma":[0.00001064826,0.0001579301,0.995918,0.0001101736,0.00003957428,0.00003534411,0.002133774,0.00004495593,0.00004339641,0.00003238734,0.001468938,0.000004765075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897478,0.002506053,0.0006361691,0.0004066759,0.00004886185,0.0006753378,0.003362011,0.00001491674,0.00260219],"genre_scores_gemma":[0.9843609,0.003340318,0.003434201,0.0004074538,0.00002897892,0.002016526,0.004800185,0.00000807447,0.001603571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4732419,"threshold_uncertainty_score":0.9409747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381771356509044,"score_gpt":0.4217858100638684,"score_spread":0.2836086744129641,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}